Both k-core percolation and directed graph analysis revealed succession and transition of voxels’ spatiotemporal progress on dynamic correlation resting-state fMRI by Dong Soo Lee, Dong Soo Lee, Hyun Joo Kim, Youngmin Huh, Yeon Koo Kang, Wonseok Whi, Hyekyoung Lee, Hyekyoung Lee, Hyejin Kang, Hyejin Kang

“…IntroductionVoxel hierarchy on dynamic brain graphs is produced by k-core percolation on functional dynamic amplitude correlation of resting-state fMRI.MethodsDirected graphs and their afferent/efferent capacities are produced by Markov modeling of the universal cover of undirected graphs simultaneously with the calculation of volume entropy. …”
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Research on Aircraft Control System Fault Risk Assessment Based on Composite Framework by Tongyu Shi, Yi Gao, Long Xu, Yantao Wang

“…Subsequently, this paper uses the functional resonance analysis method (FRAM) by introducing a risk damping coefficient to analyze the propagation and evolution of fault risks and accurately evaluate the coupling effects between different functional modules in the system. …”
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Transcription factors bind thousands of active and inactive regions in the Drosophila blastoderm. by Xiao-yong Li, Stewart MacArthur, Richard Bourgon, David Nix, Daniel A Pollard, Venky N Iyer, Aaron Hechmer, Lisa Simirenko, Mark Stapleton, Cris L Luengo Hendriks, Hou Cheng Chu, Nobuo Ogawa, William Inwood, Victor Sementchenko, Amy Beaton, Richard Weiszmann, Susan E Celniker, David W Knowles, Tom Gingeras, Terence P Speed, Michael B Eisen, Mark D Biggin

“…Surprisingly, for five of the six factors, their recognition sites are not unambiguously more constrained evolutionarily than the immediate flanking DNA, even in more highly bound and presumably functional regions, indicating that comparative DNA sequence analysis is limited in its ability to identify functional transcription factor targets.…”
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Museum Display Showcase Furniture System Research Based on Internet of Things Technology in Intelligent Environment by Jiaojiao Hu, Zhihui Wu, Lei Jin

“…Before the start of the experiment, we developed the overall design of the system, including three functional modules: temperature module, illumination module, and monitoring module. …”
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Research and Implementation of Distributed Computing Management System for College Students’ Sports Health Based on Integrated Regional Collaborative Medical Care by Mian Wang, Lijuan Li

“…The results are returned to the user, and the design results were tested for functionality, compatibility, security, and other usability tests. …”
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Repeated anodal high-definition transcranial direct current stimulation over the left dorsolateral prefrontal cortex in mild cognitive impairment patients increased regional homoge... by Fangmei He, Youjun Li, Chenxi Li, Liming Fan, Tian Liu, Jue Wang

“…This study aimed to examine whether HD-tDCS can modulate cognitive function in individuals with MCI and to determine whether the potential variety is related to spontaneous brain activity changes recorded by resting-state functional magnetic resonance imaging (rs-fMRI). …”
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Regulatory signatures involved in the cell cycle pathway contribute to egg production heterosis in chicken by Jingwei Yuan, Yuanmei Wang, Yanyan Sun, Yunlei Li, Aixin Ni, Qin Li, Hanhan Yang, Xinying Xu, Yunhe Zong, Hui Ma, Jilan Chen

“…These results suggested that the crossbreds inherited from both parents to maintain the ovary function by cell cycle-related genes, contributing to the persistent heterosis for egg production. …”
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CryoEM structure and small-angle X-ray scattering analyses of porcine retinol-binding protein 3 by Vineeta Kaushik, Luca Gessa, Nelam Kumar, Matyáš Pinkas, Mariusz Czarnocki-Cieciura, Krzysztof Palczewski, Jiří Nováček, Humberto Fernandes

“…Comprised of four retinoid-binding modules, RBP3 also binds fatty acids, potentially aiding retinal function by facilitating the loading and unloading of different retinoids at specific cell types thereby directing the cycle. …”
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TTPRNet: A Real-Time and Precise Tea Tree Pest Recognition Model in Complex Tea Garden Environments by Yane Li, Ting Chen, Fang Xia, Hailin Feng, Yaoping Ruan, Xiang Weng, Xiaoxing Weng

“…Additionally, GSConv is employed in the neck network to reduce redundant information and enhance the effectiveness of the attention modules. The NWD loss function is used to focus on the similarity between multi-scale pests, improving recognition accuracy. …”
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Magnetic Electric Detonator Coding Graded Perforation Firing Technology by YANG Bin, LU Caihao, SONG Ning, LIU Bing, ZHAO Li, XIAO Xiangyang

“…Designed a coded graded perforation system for magneto electric detonator, using fixed address encoding technology and bidirectional dual frequency communication method to achieve the selection function of surface system and electronic modules. …”
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Development of Adaptive Testing Method Based on Neurotechnologies by E. V. Chumakova, D. G. Korneev, M. S. Gasparian

“…Adam showed the best results in terms of accuracy, while the MSE loss function (mean square error) was used together with the optimizer. …”
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The perspective of ceRNA regulation of circadian rhythm on choroidal neovascularization by Ying Yang, Shu Su, Jia Chen, Xiaowei Yang, Shenglai Zhang, Aimin Sang

“…The circadian clock in the mammalian retina is responsible for controlling various functions of the retina, enabling it to adjust to changes in light and darkness. …”
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Improved YOLOv5s With Coordinate Attention for Small and Dense Object Detection From Optical Remote Sensing Images by Qinggang Wu, Yonglei Wu, Yang Li, Wei Huang

“…Third, we replace the commonly used complete intersection over union (IoU) loss function in YOLOv5s with the AW-IoU loss function based on both α-IoU and wise-IoU. …”
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YOLOv8s-Longan: a lightweight detection method for the longan fruit-picking UAV by Jun Li, Jun Li, Jun Li, Kaixuan Wu, Meiqi Zhang, Hengxu Chen, Hengyi Lin, Yuju Mai, Linlin Shi

“…Meanwhile, the novel Inner-SIoU loss function is proposed as the loss function of the target bounding box.Results and discussionThe experimental results show that the proposed algorithm has good detection ability for densely distributed and mutually occluded longan string fruit under complex backgrounds with a mAP@0.5 of 84.3%. …”
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YOLOv7scb: A Small-Target Object Detection Method for Fire Smoke Inspection by Dan Shao, Yu Liu, Guoxing Liu, Ning Wang, Pu Chen, Jiaxun Yu, Guangmin Liang

“…We also replace the conventional complete intersection over union (CIoU) loss function with Focal-CIoU, which reduces the degrees of freedom in the loss function and improves the model’s robustness. …”
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Effect of spironolactone on monocyte subsets in atrial fibrillation: IMPRESS-AF randomised controlled trial by Farhan Shahid, Eduard Shantsila, Alena Shantsila, Gregory Y H Lip

“…This study investigated the effect spironolactone on monocyte subsets and monocyte effects for peak oxygen consumption (peakVO2), diastolic function and brain natriuretic peptide (BNP) in the IMPRESS-AF randomised controlled trial population (2-year treatment with spironolactone 25 mg vs placebo). …”
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The role of mitochondria-related genes in hepatocellular carcinoma prognosis: construction of prognostic models based on machine learning by Fei Gao, Fei Teng, Yuxiang Wan, Qiaoli Zhang, Jinchang Huang

“…Objectives This study investigated the relationship between mitochondrial function-related genes and HCC progression. Methods We systematically retrieved mitochondrial genetic data from the MitoCarta database and identified differentially expressed genes through Gene Expression Omnibus analysis. …”
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A construction of heterogeneous transfer learning model based on associative fusion of image feature data by Wen-Fei Tian, Ming Chen, Zhong Shu, Xue-jun Tian

“…Finally, the regularization of the transfer mapping matrix is carried out to create the loss function to consistently train the image features to construct the heterogeneous transfer learning module. …”
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Systems genetic analysis of osteoblast-lineage cells. by Gina Calabrese, Brian J Bennett, Luz Orozco, Hyun M Kang, Eleazar Eskin, Carlos Dombret, Olivier De Backer, Aldons J Lusis, Charles R Farber

“…In conclusion, we have identified a physiologically relevant gene network and used it to discover novel genes and regulatory mechanisms involved in the function of osteoblast-lineage cells. Our results highlight the power of harnessing natural genetic variation to generate co-expression networks that can be used to gain insight into the function of specific cell-types.…”
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Implementation of automated information systems into the work of the certification body of the federal state budgetary institution «Scientific Centre for Expert Evaluation of Medic... by V. A. Petrosyants, V. N. Kotikov, E. A. Soloviev, N. A. Korobeynikova

“…The article enumerates the main development stages of the information system and its functional capabilities. It contains a review of certain modules of the IS «Document flow related to certification of MIBPs», implemented to meet modern standards of information security. …”
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